Author

Ricardo Colasanti

Argonne National LaboratoryORCID 0000-0001-7718-5136Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Organism:bacteria (other)· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alexander BraceiD· 1 shared Boris Sadhkin· 1 shared Christopher S. HenryiD· 1 shared Dileep KishoreiD· 1 shared Janaka N. EdirisingheiD· 1 shared Qizhi ZhangiD· 1 shared Roy T. KamimuraiD· 1 shared Samaksh Goyal· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Alexander BraceORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintAug 11, 2023

Machine Learning-Driven Phenotype Predictions based on Genome Annotations

Janaka N. Edirisinghe, Samaksh Goyal, Alexander Brace…·Christopher S. Henry

This paper develops a machine learning framework using genome annotations to predict bacterial phenotypes, achieving high accuracy for Gram-stain type and respiration type.

11 citations

bacteria (other)whole-genome sequencing

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